Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 1320 |
| Missing cells | 198 |
| Missing cells (%) | 0.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 206.4 KiB |
| Average record size in memory | 160.1 B |
Variable types
| Text | 2 |
|---|---|
| Categorical | 6 |
| Numeric | 10 |
| DateTime | 2 |
Energy Consumed (kWh) has 66 (5.0%) missing values | Missing |
Charging Rate (kW) has 66 (5.0%) missing values | Missing |
Distance Driven (since last charge) (km) has 66 (5.0%) missing values | Missing |
User ID has unique values | Unique |
Charging Start Time has unique values | Unique |
Charging Duration (hours) has unique values | Unique |
Charging Cost (USD) has unique values | Unique |
State of Charge (Start %) has unique values | Unique |
State of Charge (End %) has unique values | Unique |
Temperature (°C) has unique values | Unique |
Vehicle Age (years) has 143 (10.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-07 11:38:28.307568 |
|---|---|
| Analysis finished | 2024-10-07 11:38:41.717853 |
| Duration | 13.41 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
User ID
Text
UNIQUE 
| Distinct | 1320 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.1613636 |
| Min length | 6 |
Characters and Unicode
| Total characters | 10773 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1320 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | User_1 |
|---|---|
| 2nd row | User_2 |
| 3rd row | User_3 |
| 4th row | User_4 |
| 5th row | User_5 |
| Value | Count | Frequency (%) |
| user_1 | 1 | 0.1% |
| user_3 | 1 | 0.1% |
| user_5 | 1 | 0.1% |
| user_6 | 1 | 0.1% |
| user_7 | 1 | 0.1% |
| user_8 | 1 | 0.1% |
| user_9 | 1 | 0.1% |
| user_10 | 1 | 0.1% |
| user_11 | 1 | 0.1% |
| user_12 | 1 | 0.1% |
| Other values (1310) | 1310 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 1320 | |
| s | 1320 | |
| e | 1320 | |
| r | 1320 | |
| _ | 1320 | |
| 1 | 793 | |
| 2 | 463 | 4.3% |
| 3 | 383 | 3.6% |
| 8 | 362 | 3.4% |
| 7 | 362 | 3.4% |
| Other values (5) | 1810 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10773 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 1320 | |
| s | 1320 | |
| e | 1320 | |
| r | 1320 | |
| _ | 1320 | |
| 1 | 793 | |
| 2 | 463 | 4.3% |
| 3 | 383 | 3.6% |
| 8 | 362 | 3.4% |
| 7 | 362 | 3.4% |
| Other values (5) | 1810 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10773 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 1320 | |
| s | 1320 | |
| e | 1320 | |
| r | 1320 | |
| _ | 1320 | |
| 1 | 793 | |
| 2 | 463 | 4.3% |
| 3 | 383 | 3.6% |
| 8 | 362 | 3.4% |
| 7 | 362 | 3.4% |
| Other values (5) | 1810 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10773 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 1320 | |
| s | 1320 | |
| e | 1320 | |
| r | 1320 | |
| _ | 1320 | |
| 1 | 793 | |
| 2 | 463 | 4.3% |
| 3 | 383 | 3.6% |
| 8 | 362 | 3.4% |
| 7 | 362 | 3.4% |
| Other values (5) | 1810 |
Vehicle Model
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| Tesla Model 3 | |
|---|---|
| Hyundai Kona | |
| Nissan Leaf | |
| BMW i3 | |
| Chevy Bolt |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 10.454545 |
| Min length | 6 |
Characters and Unicode
| Total characters | 13800 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BMW i3 |
|---|---|
| 2nd row | Hyundai Kona |
| 3rd row | Chevy Bolt |
| 4th row | Hyundai Kona |
| 5th row | Hyundai Kona |
Common Values
| Value | Count | Frequency (%) |
| Tesla Model 3 | 280 | |
| Hyundai Kona | 266 | |
| Nissan Leaf | 260 | |
| BMW i3 | 258 | |
| Chevy Bolt | 256 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| tesla | 280 | |
| model | 280 | |
| 3 | 280 | |
| hyundai | 266 | |
| kona | 266 | |
| nissan | 260 | |
| leaf | 260 | |
| bmw | 258 | |
| i3 | 258 | |
| chevy | 256 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1600 | 11.6% | |
| a | 1332 | 9.7% |
| e | 1076 | 7.8% |
| l | 816 | 5.9% |
| o | 802 | 5.8% |
| s | 800 | 5.8% |
| n | 792 | 5.7% |
| i | 784 | 5.7% |
| d | 546 | 4.0% |
| M | 538 | 3.9% |
| Other values (15) | 4714 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13800 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1600 | 11.6% | |
| a | 1332 | 9.7% |
| e | 1076 | 7.8% |
| l | 816 | 5.9% |
| o | 802 | 5.8% |
| s | 800 | 5.8% |
| n | 792 | 5.7% |
| i | 784 | 5.7% |
| d | 546 | 4.0% |
| M | 538 | 3.9% |
| Other values (15) | 4714 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13800 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1600 | 11.6% | |
| a | 1332 | 9.7% |
| e | 1076 | 7.8% |
| l | 816 | 5.9% |
| o | 802 | 5.8% |
| s | 800 | 5.8% |
| n | 792 | 5.7% |
| i | 784 | 5.7% |
| d | 546 | 4.0% |
| M | 538 | 3.9% |
| Other values (15) | 4714 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13800 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1600 | 11.6% | |
| a | 1332 | 9.7% |
| e | 1076 | 7.8% |
| l | 816 | 5.9% |
| o | 802 | 5.8% |
| s | 800 | 5.8% |
| n | 792 | 5.7% |
| i | 784 | 5.7% |
| d | 546 | 4.0% |
| M | 538 | 3.9% |
| Other values (15) | 4714 |
Battery Capacity (kWh)
Real number (ℝ)
| Distinct | 147 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.534692 |
| Minimum | 1.5328065 |
|---|---|
| Maximum | 193.00307 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 1.5328065 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 62 |
| median | 75 |
| Q3 | 85 |
| 95-th percentile | 100 |
| Maximum | 193.00307 |
| Range | 191.47027 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 20.626914 |
|---|---|
| Coefficient of variation (CV) | 0.27674246 |
| Kurtosis | 2.4233082 |
| Mean | 74.534692 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.37344004 |
| Sum | 98385.793 |
| Variance | 425.46959 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 75 | 248 | |
| 62 | 238 | |
| 85 | 235 | |
| 100 | 233 | |
| 50 | 224 | |
| 108.4630074 | 1 | 0.1% |
| 43.71913702 | 1 | 0.1% |
| 140.7620616 | 1 | 0.1% |
| 96.60872071 | 1 | 0.1% |
| 73.85002716 | 1 | 0.1% |
| Other values (137) | 137 |
| Value | Count | Frequency (%) |
| 1.53280653 | 1 | |
| 1.536539743 | 1 | |
| 3.838518074 | 1 | |
| 3.976596499 | 1 | |
| 5.189529952 | 1 | |
| 6.168895844 | 1 | |
| 7.451954887 | 1 | |
| 7.714516854 | 1 | |
| 10.18928677 | 1 | |
| 12.03333697 | 1 |
| Value | Count | Frequency (%) |
| 193.0030739 | 1 | |
| 188.6349646 | 1 | |
| 179.0130578 | 1 | |
| 174.4096677 | 1 | |
| 157.5757789 | 1 | |
| 147.3953543 | 1 | |
| 143.4752097 | 1 | |
| 143.2099946 | 1 | |
| 140.7620616 | 1 | |
| 140.5136826 | 1 |
| Distinct | 462 |
|---|---|
| Distinct (%) | 35.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.767424 |
| Min length | 9 |
Characters and Unicode
| Total characters | 14213 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 91 ? |
|---|---|
| Unique (%) | 6.9% |
Sample
| 1st row | Station_391 |
|---|---|
| 2nd row | Station_428 |
| 3rd row | Station_181 |
| 4th row | Station_327 |
| 5th row | Station_108 |
| Value | Count | Frequency (%) |
| station_108 | 9 | 0.7% |
| station_97 | 7 | 0.5% |
| station_74 | 7 | 0.5% |
| station_10 | 7 | 0.5% |
| station_44 | 7 | 0.5% |
| station_461 | 7 | 0.5% |
| station_17 | 7 | 0.5% |
| station_181 | 6 | 0.5% |
| station_336 | 6 | 0.5% |
| station_19 | 6 | 0.5% |
| Other values (452) | 1251 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 2640 | |
| S | 1320 | |
| a | 1320 | |
| i | 1320 | |
| o | 1320 | |
| n | 1320 | |
| _ | 1320 | |
| 1 | 546 | 3.8% |
| 4 | 533 | 3.8% |
| 2 | 524 | 3.7% |
| Other values (7) | 2050 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14213 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 2640 | |
| S | 1320 | |
| a | 1320 | |
| i | 1320 | |
| o | 1320 | |
| n | 1320 | |
| _ | 1320 | |
| 1 | 546 | 3.8% |
| 4 | 533 | 3.8% |
| 2 | 524 | 3.7% |
| Other values (7) | 2050 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14213 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 2640 | |
| S | 1320 | |
| a | 1320 | |
| i | 1320 | |
| o | 1320 | |
| n | 1320 | |
| _ | 1320 | |
| 1 | 546 | 3.8% |
| 4 | 533 | 3.8% |
| 2 | 524 | 3.7% |
| Other values (7) | 2050 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14213 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 2640 | |
| S | 1320 | |
| a | 1320 | |
| i | 1320 | |
| o | 1320 | |
| n | 1320 | |
| _ | 1320 | |
| 1 | 546 | 3.8% |
| 4 | 533 | 3.8% |
| 2 | 524 | 3.7% |
| Other values (7) | 2050 |
Charging Station Location
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| Los Angeles | |
|---|---|
| San Francisco | |
| Houston | |
| New York | |
| Chicago |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 9.2931818 |
| Min length | 7 |
Characters and Unicode
| Total characters | 12267 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Houston |
|---|---|
| 2nd row | San Francisco |
| 3rd row | San Francisco |
| 4th row | Houston |
| 5th row | Los Angeles |
Common Values
| Value | Count | Frequency (%) |
| Los Angeles | 297 | |
| San Francisco | 264 | |
| Houston | 262 | |
| New York | 255 | |
| Chicago | 242 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| los | 297 | |
| angeles | 297 | |
| san | 264 | |
| francisco | 264 | |
| houston | 262 | |
| new | 255 | |
| york | 255 | |
| chicago | 242 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1582 | |
| s | 1120 | 9.1% |
| n | 1087 | 8.9% |
| e | 849 | 6.9% |
| 816 | 6.7% | |
| a | 770 | 6.3% |
| c | 770 | 6.3% |
| g | 539 | 4.4% |
| r | 519 | 4.2% |
| i | 506 | 4.1% |
| Other values (14) | 3709 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12267 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 1582 | |
| s | 1120 | 9.1% |
| n | 1087 | 8.9% |
| e | 849 | 6.9% |
| 816 | 6.7% | |
| a | 770 | 6.3% |
| c | 770 | 6.3% |
| g | 539 | 4.4% |
| r | 519 | 4.2% |
| i | 506 | 4.1% |
| Other values (14) | 3709 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12267 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 1582 | |
| s | 1120 | 9.1% |
| n | 1087 | 8.9% |
| e | 849 | 6.9% |
| 816 | 6.7% | |
| a | 770 | 6.3% |
| c | 770 | 6.3% |
| g | 539 | 4.4% |
| r | 519 | 4.2% |
| i | 506 | 4.1% |
| Other values (14) | 3709 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12267 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 1582 | |
| s | 1120 | 9.1% |
| n | 1087 | 8.9% |
| e | 849 | 6.9% |
| 816 | 6.7% | |
| a | 770 | 6.3% |
| c | 770 | 6.3% |
| g | 539 | 4.4% |
| r | 519 | 4.2% |
| i | 506 | 4.1% |
| Other values (14) | 3709 |
UNIQUE 
| Distinct | 1320 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| Minimum | 2024-01-01 00:00:00 |
|---|---|
| Maximum | 2024-02-24 23:00:00 |
| Distinct | 1309 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| Minimum | 2024-01-01 00:39:00 |
|---|---|
| Maximum | 2024-02-24 23:56:00 |
Energy Consumed (kWh)
Real number (ℝ)
MISSING 
| Distinct | 1254 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 66 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.642894 |
| Minimum | 0.045771842 |
|---|---|
| Maximum | 152.23876 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 0.045771842 |
|---|---|
| 5-th percentile | 7.7893356 |
| Q1 | 23.881193 |
| median | 42.691405 |
| Q3 | 61.206218 |
| 95-th percentile | 76.621048 |
| Maximum | 152.23876 |
| Range | 152.19299 |
| Interquartile range (IQR) | 37.325025 |
Descriptive statistics
| Standard deviation | 22.411705 |
|---|---|
| Coefficient of variation (CV) | 0.52556715 |
| Kurtosis | -0.59023791 |
| Mean | 42.642894 |
| Median Absolute Deviation (MAD) | 18.773442 |
| Skewness | 0.10208821 |
| Sum | 53474.189 |
| Variance | 502.2845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60.71234573 | 1 | 0.1% |
| 9.047732107 | 1 | 0.1% |
| 78.16770975 | 1 | 0.1% |
| 20.17078858 | 1 | 0.1% |
| 57.67538256 | 1 | 0.1% |
| 68.21934426 | 1 | 0.1% |
| 77.45420996 | 1 | 0.1% |
| 36.26259614 | 1 | 0.1% |
| 51.08539267 | 1 | 0.1% |
| 28.78049141 | 1 | 0.1% |
| Other values (1244) | 1244 | |
| (Missing) | 66 | 5.0% |
| Value | Count | Frequency (%) |
| 0.04577184228 | 1 | |
| 0.121143295 | 1 | |
| 1.330225739 | 1 | |
| 1.356731547 | 1 | |
| 1.754520234 | 1 | |
| 4.288320356 | 1 | |
| 5.013889647 | 1 | |
| 5.144893572 | 1 | |
| 5.163807088 | 1 | |
| 5.200112601 | 1 |
| Value | Count | Frequency (%) |
| 152.238758 | 1 | |
| 127.7574744 | 1 | |
| 103.8126056 | 1 | |
| 97.66776539 | 1 | |
| 94.36532941 | 1 | |
| 90.23550358 | 1 | |
| 85.03985431 | 1 | |
| 80.72941928 | 1 | |
| 79.97807284 | 1 | |
| 79.97267191 | 1 |
Charging Duration (hours)
Real number (ℝ)
UNIQUE 
| Distinct | 1320 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2693774 |
| Minimum | 0.095314417 |
|---|---|
| Maximum | 7.6351448 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 0.095314417 |
|---|---|
| 5-th percentile | 0.67490758 |
| Q1 | 1.3976234 |
| median | 2.2581361 |
| Q3 | 3.1128064 |
| 95-th percentile | 3.8279991 |
| Maximum | 7.6351448 |
| Range | 7.5398303 |
| Interquartile range (IQR) | 1.7151829 |
Descriptive statistics
| Standard deviation | 1.0610368 |
|---|---|
| Coefficient of variation (CV) | 0.46754534 |
| Kurtosis | 0.23963333 |
| Mean | 2.2693774 |
| Median Absolute Deviation (MAD) | 0.85908509 |
| Skewness | 0.36130865 |
| Sum | 2995.5782 |
| Variance | 1.1257991 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5913634254 | 1 | 0.1% |
| 3.443237131 | 1 | 0.1% |
| 2.450451566 | 1 | 0.1% |
| 2.879571205 | 1 | 0.1% |
| 0.8864503814 | 1 | 0.1% |
| 3.308261928 | 1 | 0.1% |
| 2.012360141 | 1 | 0.1% |
| 0.9497561026 | 1 | 0.1% |
| 1.967714479 | 1 | 0.1% |
| 0.7713119843 | 1 | 0.1% |
| Other values (1310) | 1310 |
| Value | Count | Frequency (%) |
| 0.09531441655 | 1 | |
| 0.1400299896 | 1 | |
| 0.1543006839 | 1 | |
| 0.1653938787 | 1 | |
| 0.182479567 | 1 | |
| 0.2066308831 | 1 | |
| 0.3599172409 | 1 | |
| 0.4218407427 | 1 | |
| 0.4348899348 | 1 | |
| 0.4764888585 | 1 |
| Value | Count | Frequency (%) |
| 7.635144759 | 1 | |
| 6.773095327 | 1 | |
| 6.75915168 | 1 | |
| 6.494007043 | 1 | |
| 6.17641656 | 1 | |
| 5.945571288 | 1 | |
| 5.673788713 | 1 | |
| 5.505495842 | 1 | |
| 5.444091596 | 1 | |
| 5.220359375 | 1 |
Charging Rate (kW)
Real number (ℝ)
MISSING 
| Distinct | 1254 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 66 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.963003 |
| Minimum | 1.4725491 |
|---|---|
| Maximum | 97.342255 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 1.4725491 |
|---|---|
| 5-th percentile | 5.3107282 |
| Q1 | 13.856583 |
| median | 25.603799 |
| Q3 | 37.502998 |
| 95-th percentile | 47.750658 |
| Maximum | 97.342255 |
| Range | 95.869706 |
| Interquartile range (IQR) | 23.646415 |
Descriptive statistics
| Standard deviation | 14.011326 |
|---|---|
| Coefficient of variation (CV) | 0.53966508 |
| Kurtosis | -0.46614924 |
| Mean | 25.963003 |
| Median Absolute Deviation (MAD) | 11.841471 |
| Skewness | 0.24857628 |
| Sum | 32557.606 |
| Variance | 196.31727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.43474941 | 1 | 0.1% |
| 40.42078196 | 1 | 0.1% |
| 46.31316025 | 1 | 0.1% |
| 14.88435406 | 1 | 0.1% |
| 29.41340669 | 1 | 0.1% |
| 38.149082 | 1 | 0.1% |
| 25.83848785 | 1 | 0.1% |
| 40.91079821 | 1 | 0.1% |
| 7.446768634 | 1 | 0.1% |
| 36.38918057 | 1 | 0.1% |
| Other values (1244) | 1244 | |
| (Missing) | 66 | 5.0% |
| Value | Count | Frequency (%) |
| 1.472549139 | 1 | |
| 1.654937068 | 1 | |
| 1.722296154 | 1 | |
| 2.246134508 | 1 | |
| 2.535237862 | 1 | |
| 2.560943434 | 1 | |
| 2.63696679 | 1 | |
| 2.826146252 | 1 | |
| 3.023485282 | 1 | |
| 3.508161487 | 1 |
| Value | Count | Frequency (%) |
| 97.3422547 | 1 | |
| 74.61279366 | 1 | |
| 71.62104096 | 1 | |
| 68.54260187 | 1 | |
| 67.93467893 | 1 | |
| 63.21611838 | 1 | |
| 59.14854489 | 1 | |
| 57.09975217 | 1 | |
| 53.1747828 | 1 | |
| 51.36359325 | 1 |
Charging Cost (USD)
Real number (ℝ)
UNIQUE 
| Distinct | 1320 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.551352 |
| Minimum | 0.23431699 |
|---|---|
| Maximum | 69.407743 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 0.23431699 |
|---|---|
| 5-th percentile | 7.052738 |
| Q1 | 13.368141 |
| median | 22.07636 |
| Q3 | 31.646044 |
| 95-th percentile | 38.303231 |
| Maximum | 69.407743 |
| Range | 69.173426 |
| Interquartile range (IQR) | 18.277903 |
Descriptive statistics
| Standard deviation | 10.751494 |
|---|---|
| Coefficient of variation (CV) | 0.47675606 |
| Kurtosis | -0.48734653 |
| Mean | 22.551352 |
| Median Absolute Deviation (MAD) | 9.1103733 |
| Skewness | 0.25091905 |
| Sum | 29767.784 |
| Variance | 115.59462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.08771679 | 1 | 0.1% |
| 35.72732643 | 1 | 0.1% |
| 37.25540969 | 1 | 0.1% |
| 33.67417017 | 1 | 0.1% |
| 17.26707379 | 1 | 0.1% |
| 5.691471522 | 1 | 0.1% |
| 35.14611587 | 1 | 0.1% |
| 7.181392583 | 1 | 0.1% |
| 25.26991752 | 1 | 0.1% |
| 27.52125904 | 1 | 0.1% |
| Other values (1310) | 1310 |
| Value | Count | Frequency (%) |
| 0.2343169936 | 1 | |
| 0.3070854525 | 1 | |
| 0.6713465052 | 1 | |
| 1.640802843 | 1 | |
| 2.348075123 | 1 | |
| 3.059041507 | 1 | |
| 3.668584746 | 1 | |
| 3.707066616 | 1 | |
| 5.043208361 | 1 | |
| 5.056096912 | 1 |
| Value | Count | Frequency (%) |
| 69.40774319 | 1 | |
| 68.93168829 | 1 | |
| 60.40252537 | 1 | |
| 58.74667669 | 1 | |
| 58.25460657 | 1 | |
| 54.89298253 | 1 | |
| 49.13746988 | 1 | |
| 46.27027201 | 1 | |
| 46.17291744 | 1 | |
| 46.05917303 | 1 |
Time of Day
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| Evening | |
|---|---|
| Morning | |
| Night | |
| Afternoon |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 6.9969697 |
| Min length | 5 |
Characters and Unicode
| Total characters | 9236 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Evening |
|---|---|
| 2nd row | Morning |
| 3rd row | Morning |
| 4th row | Evening |
| 5th row | Morning |
Common Values
| Value | Count | Frequency (%) |
| Evening | 362 | |
| Morning | 336 | |
| Night | 312 | |
| Afternoon | 310 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| evening | 362 | |
| morning | 336 | |
| night | 312 | |
| afternoon | 310 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2016 | |
| i | 1010 | |
| g | 1010 | |
| o | 956 | |
| e | 672 | 7.3% |
| r | 646 | 7.0% |
| t | 622 | 6.7% |
| E | 362 | 3.9% |
| v | 362 | 3.9% |
| M | 336 | 3.6% |
| Other values (4) | 1244 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9236 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 2016 | |
| i | 1010 | |
| g | 1010 | |
| o | 956 | |
| e | 672 | 7.3% |
| r | 646 | 7.0% |
| t | 622 | 6.7% |
| E | 362 | 3.9% |
| v | 362 | 3.9% |
| M | 336 | 3.6% |
| Other values (4) | 1244 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9236 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 2016 | |
| i | 1010 | |
| g | 1010 | |
| o | 956 | |
| e | 672 | 7.3% |
| r | 646 | 7.0% |
| t | 622 | 6.7% |
| E | 362 | 3.9% |
| v | 362 | 3.9% |
| M | 336 | 3.6% |
| Other values (4) | 1244 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9236 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 2016 | |
| i | 1010 | |
| g | 1010 | |
| o | 956 | |
| e | 672 | 7.3% |
| r | 646 | 7.0% |
| t | 622 | 6.7% |
| E | 362 | 3.9% |
| v | 362 | 3.9% |
| M | 336 | 3.6% |
| Other values (4) | 1244 |
Day of Week
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| Saturday | |
|---|---|
| Tuesday | |
| Wednesday | |
| Sunday | |
| Friday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.1431818 |
| Min length | 6 |
Characters and Unicode
| Total characters | 9429 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Tuesday |
|---|---|
| 2nd row | Monday |
| 3rd row | Thursday |
| 4th row | Saturday |
| 5th row | Saturday |
Common Values
| Value | Count | Frequency (%) |
| Saturday | 205 | |
| Tuesday | 200 | |
| Wednesday | 197 | |
| Sunday | 191 | |
| Friday | 188 | |
| Monday | 185 | |
| Thursday | 154 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| saturday | 205 | |
| tuesday | 200 | |
| wednesday | 197 | |
| sunday | 191 | |
| friday | 188 | |
| monday | 185 | |
| thursday | 154 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1525 | |
| d | 1517 | |
| y | 1320 | |
| u | 750 | |
| e | 594 | 6.3% |
| n | 573 | 6.1% |
| s | 551 | 5.8% |
| r | 547 | 5.8% |
| S | 396 | 4.2% |
| T | 354 | 3.8% |
| Other values (7) | 1302 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9429 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1525 | |
| d | 1517 | |
| y | 1320 | |
| u | 750 | |
| e | 594 | 6.3% |
| n | 573 | 6.1% |
| s | 551 | 5.8% |
| r | 547 | 5.8% |
| S | 396 | 4.2% |
| T | 354 | 3.8% |
| Other values (7) | 1302 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9429 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1525 | |
| d | 1517 | |
| y | 1320 | |
| u | 750 | |
| e | 594 | 6.3% |
| n | 573 | 6.1% |
| s | 551 | 5.8% |
| r | 547 | 5.8% |
| S | 396 | 4.2% |
| T | 354 | 3.8% |
| Other values (7) | 1302 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9429 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1525 | |
| d | 1517 | |
| y | 1320 | |
| u | 750 | |
| e | 594 | 6.3% |
| n | 573 | 6.1% |
| s | 551 | 5.8% |
| r | 547 | 5.8% |
| S | 396 | 4.2% |
| T | 354 | 3.8% |
| Other values (7) | 1302 |
State of Charge (Start %)
Real number (ℝ)
UNIQUE 
| Distinct | 1320 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.130012 |
| Minimum | 2.325959 |
|---|---|
| Maximum | 152.48976 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 2.325959 |
|---|---|
| 5-th percentile | 13.90874 |
| Q1 | 27.786903 |
| median | 48.241771 |
| Q3 | 69.277921 |
| 95-th percentile | 86.849574 |
| Maximum | 152.48976 |
| Range | 150.1638 |
| Interquartile range (IQR) | 41.491018 |
Descriptive statistics
| Standard deviation | 24.074134 |
|---|---|
| Coefficient of variation (CV) | 0.49000872 |
| Kurtosis | -0.78437515 |
| Mean | 49.130012 |
| Median Absolute Deviation (MAD) | 20.589119 |
| Skewness | 0.20523917 |
| Sum | 64851.616 |
| Variance | 579.56393 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.37157598 | 1 | 0.1% |
| 66.79198382 | 1 | 0.1% |
| 31.5569263 | 1 | 0.1% |
| 67.4595416 | 1 | 0.1% |
| 38.03890271 | 1 | 0.1% |
| 80.65255109 | 1 | 0.1% |
| 58.31902031 | 1 | 0.1% |
| 44.70187213 | 1 | 0.1% |
| 86.31805713 | 1 | 0.1% |
| 27.2394756 | 1 | 0.1% |
| Other values (1310) | 1310 |
| Value | Count | Frequency (%) |
| 2.325958995 | 1 | |
| 2.481152833 | 1 | |
| 5.065719156 | 1 | |
| 6.854604444 | 1 | |
| 7.174271255 | 1 | |
| 7.520444727 | 1 | |
| 10.00881854 | 1 | |
| 10.11577764 | 1 | |
| 10.28531461 | 1 | |
| 10.42770632 | 1 |
| Value | Count | Frequency (%) |
| 152.4897609 | 1 | |
| 125.0872271 | 1 | |
| 121.8472807 | 1 | |
| 119.0511075 | 1 | |
| 117.656235 | 1 | |
| 112.4907761 | 1 | |
| 109.2657943 | 1 | |
| 105.032224 | 1 | |
| 102.5758268 | 1 | |
| 98.33279531 | 1 |
State of Charge (End %)
Real number (ℝ)
UNIQUE 
| Distinct | 1320 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.14159 |
| Minimum | 7.6042245 |
|---|---|
| Maximum | 177.70867 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 7.6042245 |
|---|---|
| 5-th percentile | 51.818356 |
| Q1 | 62.053266 |
| median | 75.682496 |
| Q3 | 88.20137 |
| 95-th percentile | 98.23805 |
| Maximum | 177.70867 |
| Range | 170.10444 |
| Interquartile range (IQR) | 26.148104 |
Descriptive statistics
| Standard deviation | 17.08058 |
|---|---|
| Coefficient of variation (CV) | 0.22731193 |
| Kurtosis | 2.3439056 |
| Mean | 75.14159 |
| Median Absolute Deviation (MAD) | 13.152206 |
| Skewness | 0.28203982 |
| Sum | 99186.899 |
| Variance | 291.7462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86.11996244 | 1 | 0.1% |
| 76.50410671 | 1 | 0.1% |
| 97.82793195 | 1 | 0.1% |
| 64.97948546 | 1 | 0.1% |
| 62.46309786 | 1 | 0.1% |
| 90.08739344 | 1 | 0.1% |
| 67.00704756 | 1 | 0.1% |
| 82.6285391 | 1 | 0.1% |
| 82.64673079 | 1 | 0.1% |
| 94.99744371 | 1 | 0.1% |
| Other values (1310) | 1310 |
| Value | Count | Frequency (%) |
| 7.604224498 | 1 | |
| 10.08007433 | 1 | |
| 14.98994632 | 1 | |
| 15.71797517 | 1 | |
| 18.70034949 | 1 | |
| 18.83987639 | 1 | |
| 19.57180031 | 1 | |
| 21.88022094 | 1 | |
| 22.27521585 | 1 | |
| 22.88625804 | 1 |
| Value | Count | Frequency (%) |
| 177.7086665 | 1 | |
| 159.9889032 | 1 | |
| 150.7881071 | 1 | |
| 147.4921301 | 1 | |
| 146.8476439 | 1 | |
| 146.7594514 | 1 | |
| 140.3830477 | 1 | |
| 139.8974081 | 1 | |
| 133.6294352 | 1 | |
| 132.9520105 | 1 |
Distance Driven (since last charge) (km)
Real number (ℝ)
MISSING 
| Distinct | 1254 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 66 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 153.59679 |
| Minimum | 0.86236133 |
|---|---|
| Maximum | 398.36477 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 0.86236133 |
|---|---|
| 5-th percentile | 23.567687 |
| Q1 | 79.445335 |
| median | 152.25987 |
| Q3 | 226.07328 |
| 95-th percentile | 286.39396 |
| Maximum | 398.36477 |
| Range | 397.50241 |
| Interquartile range (IQR) | 146.62795 |
Descriptive statistics
| Standard deviation | 86.004987 |
|---|---|
| Coefficient of variation (CV) | 0.55994001 |
| Kurtosis | -1.1217648 |
| Mean | 153.59679 |
| Median Absolute Deviation (MAD) | 73.209761 |
| Skewness | 0.090422552 |
| Sum | 192610.37 |
| Variance | 7396.8577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 293.6021106 | 1 | 0.1% |
| 139.9387004 | 1 | 0.1% |
| 221.378324 | 1 | 0.1% |
| 238.8650098 | 1 | 0.1% |
| 85.38239414 | 1 | 0.1% |
| 121.4352927 | 1 | 0.1% |
| 286.8427866 | 1 | 0.1% |
| 162.4659355 | 1 | 0.1% |
| 244.8637199 | 1 | 0.1% |
| 114.1895795 | 1 | 0.1% |
| Other values (1244) | 1244 | |
| (Missing) | 66 | 5.0% |
| Value | Count | Frequency (%) |
| 0.8623613316 | 1 | |
| 1.899537885 | 1 | |
| 2.908369295 | 1 | |
| 3.824527427 | 1 | |
| 7.619894391 | 1 | |
| 10.02829517 | 1 | |
| 10.44192923 | 1 | |
| 10.87998409 | 1 | |
| 10.89843061 | 1 | |
| 10.93101298 | 1 |
| Value | Count | Frequency (%) |
| 398.3647747 | 1 | |
| 397.8180926 | 1 | |
| 384.6905686 | 1 | |
| 369.8535236 | 1 | |
| 327.3930934 | 1 | |
| 324.5247972 | 1 | |
| 311.6304081 | 1 | |
| 302.8524897 | 1 | |
| 299.7598782 | 1 | |
| 299.6629508 | 1 |
Temperature (°C)
Real number (ℝ)
UNIQUE 
| Distinct | 1320 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.263591 |
| Minimum | -10.72477 |
|---|---|
| Maximum | 73.169588 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 257 |
| Negative (%) | 19.5% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | -10.72477 |
|---|---|
| 5-th percentile | -7.504767 |
| Q1 | 2.8006638 |
| median | 14.630846 |
| Q3 | 27.98181 |
| 95-th percentile | 37.899108 |
| Maximum | 73.169588 |
| Range | 83.894358 |
| Interquartile range (IQR) | 25.181146 |
Descriptive statistics
| Standard deviation | 14.831216 |
|---|---|
| Coefficient of variation (CV) | 0.97167276 |
| Kurtosis | -0.86665225 |
| Mean | 15.263591 |
| Median Absolute Deviation (MAD) | 12.648445 |
| Skewness | 0.14399843 |
| Sum | 20147.941 |
| Variance | 219.96497 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27.94795306 | 1 | 0.1% |
| 9.262327034 | 1 | 0.1% |
| 2.844132918 | 1 | 0.1% |
| 3.261647704 | 1 | 0.1% |
| 1.815080516 | 1 | 0.1% |
| 2.24905517 | 1 | 0.1% |
| -0.495076603 | 1 | 0.1% |
| 16.95309452 | 1 | 0.1% |
| 37.03618549 | 1 | 0.1% |
| 5.291260873 | 1 | 0.1% |
| Other values (1310) | 1310 |
| Value | Count | Frequency (%) |
| -10.72476975 | 1 | |
| -10.65967953 | 1 | |
| -9.970262098 | 1 | |
| -9.831678296 | 1 | |
| -9.825102182 | 1 | |
| -9.824642409 | 1 | |
| -9.824574766 | 1 | |
| -9.733171954 | 1 | |
| -9.679928907 | 1 | |
| -9.603661067 | 1 |
| Value | Count | Frequency (%) |
| 73.16958797 | 1 | |
| 69.48593769 | 1 | |
| 59.93197387 | 1 | |
| 58.10524584 | 1 | |
| 50.54394309 | 1 | |
| 47.31817615 | 1 | |
| 46.80134173 | 1 | |
| 45.75334767 | 1 | |
| 42.73966105 | 1 | |
| 41.89130689 | 1 |
Vehicle Age (years)
Real number (ℝ)
ZEROS 
| Distinct | 114 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.612843 |
| Minimum | 0 |
|---|---|
| Maximum | 11.688592 |
| Zeros | 143 |
| Zeros (%) | 10.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 11.688592 |
| Range | 11.688592 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.3098236 |
|---|---|
| Coefficient of variation (CV) | 0.63933683 |
| Kurtosis | -1.0448239 |
| Mean | 3.612843 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.027449843 |
| Sum | 4768.9528 |
| Variance | 5.3352851 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 165 | |
| 6 | 161 | |
| 5 | 161 | |
| 3 | 154 | |
| 4 | 147 | |
| 0 | 143 | |
| 1 | 142 | |
| 2 | 141 | |
| 0.3556527874 | 1 | 0.1% |
| 3.73405531 | 1 | 0.1% |
| Other values (104) | 104 |
| Value | Count | Frequency (%) |
| 0 | 143 | |
| 0.020155741 | 1 | 0.1% |
| 0.08859825775 | 1 | 0.1% |
| 0.1900469257 | 1 | 0.1% |
| 0.2884081107 | 1 | 0.1% |
| 0.3556527874 | 1 | 0.1% |
| 0.3612151658 | 1 | 0.1% |
| 0.4616615532 | 1 | 0.1% |
| 0.5240950281 | 1 | 0.1% |
| 0.6749470228 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 11.68859247 | 1 | 0.1% |
| 10.63457441 | 1 | 0.1% |
| 10.54723654 | 1 | 0.1% |
| 9.076121184 | 1 | 0.1% |
| 8.018665733 | 1 | 0.1% |
| 7.690884188 | 1 | 0.1% |
| 7.545586233 | 1 | 0.1% |
| 7.51530869 | 1 | 0.1% |
| 7.197041544 | 1 | 0.1% |
| 7 | 165 |
Charger Type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| Level 1 | |
|---|---|
| Level 2 | |
| DC Fast Charger |
Length
| Max length | 15 |
|---|---|
| Median length | 7 |
| Mean length | 9.6060606 |
| Min length | 7 |
Characters and Unicode
| Total characters | 12680 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DC Fast Charger |
|---|---|
| 2nd row | Level 1 |
| 3rd row | Level 2 |
| 4th row | Level 1 |
| 5th row | Level 1 |
Common Values
| Value | Count | Frequency (%) |
| Level 1 | 459 | |
| Level 2 | 431 | |
| DC Fast Charger | 430 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| level | 890 | |
| 1 | 459 | |
| 2 | 431 | |
| dc | 430 | |
| fast | 430 | |
| charger | 430 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2210 | |
| 1750 | ||
| L | 890 | 7.0% |
| v | 890 | 7.0% |
| l | 890 | 7.0% |
| C | 860 | 6.8% |
| a | 860 | 6.8% |
| r | 860 | 6.8% |
| 1 | 459 | 3.6% |
| 2 | 431 | 3.4% |
| Other values (6) | 2580 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12680 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2210 | |
| 1750 | ||
| L | 890 | 7.0% |
| v | 890 | 7.0% |
| l | 890 | 7.0% |
| C | 860 | 6.8% |
| a | 860 | 6.8% |
| r | 860 | 6.8% |
| 1 | 459 | 3.6% |
| 2 | 431 | 3.4% |
| Other values (6) | 2580 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12680 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2210 | |
| 1750 | ||
| L | 890 | 7.0% |
| v | 890 | 7.0% |
| l | 890 | 7.0% |
| C | 860 | 6.8% |
| a | 860 | 6.8% |
| r | 860 | 6.8% |
| 1 | 459 | 3.6% |
| 2 | 431 | 3.4% |
| Other values (6) | 2580 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12680 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2210 | |
| 1750 | ||
| L | 890 | 7.0% |
| v | 890 | 7.0% |
| l | 890 | 7.0% |
| C | 860 | 6.8% |
| a | 860 | 6.8% |
| r | 860 | 6.8% |
| 1 | 459 | 3.6% |
| 2 | 431 | 3.4% |
| Other values (6) | 2580 |
User Type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 KiB |
| Commuter | |
|---|---|
| Long-Distance Traveler | |
| Casual Driver |
Length
| Max length | 22 |
|---|---|
| Median length | 13 |
| Mean length | 14.176515 |
| Min length | 8 |
Characters and Unicode
| Total characters | 18713 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Commuter |
|---|---|
| 2nd row | Casual Driver |
| 3rd row | Commuter |
| 4th row | Long-Distance Traveler |
| 5th row | Long-Distance Traveler |
Common Values
| Value | Count | Frequency (%) |
| Commuter | 476 | |
| Long-Distance Traveler | 437 | |
| Casual Driver | 407 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| commuter | 476 | |
| long-distance | 437 | |
| traveler | 437 | |
| casual | 407 | |
| driver | 407 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2194 | 11.7% |
| r | 2164 | 11.6% |
| a | 1688 | 9.0% |
| m | 952 | 5.1% |
| t | 913 | 4.9% |
| o | 913 | 4.9% |
| C | 883 | 4.7% |
| u | 883 | 4.7% |
| n | 874 | 4.7% |
| s | 844 | 4.5% |
| Other values (10) | 6405 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18713 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2194 | 11.7% |
| r | 2164 | 11.6% |
| a | 1688 | 9.0% |
| m | 952 | 5.1% |
| t | 913 | 4.9% |
| o | 913 | 4.9% |
| C | 883 | 4.7% |
| u | 883 | 4.7% |
| n | 874 | 4.7% |
| s | 844 | 4.5% |
| Other values (10) | 6405 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18713 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2194 | 11.7% |
| r | 2164 | 11.6% |
| a | 1688 | 9.0% |
| m | 952 | 5.1% |
| t | 913 | 4.9% |
| o | 913 | 4.9% |
| C | 883 | 4.7% |
| u | 883 | 4.7% |
| n | 874 | 4.7% |
| s | 844 | 4.5% |
| Other values (10) | 6405 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18713 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2194 | 11.7% |
| r | 2164 | 11.6% |
| a | 1688 | 9.0% |
| m | 952 | 5.1% |
| t | 913 | 4.9% |
| o | 913 | 4.9% |
| C | 883 | 4.7% |
| u | 883 | 4.7% |
| n | 874 | 4.7% |
| s | 844 | 4.5% |
| Other values (10) | 6405 |
| User ID | Vehicle Model | Battery Capacity (kWh) | Charging Station ID | Charging Station Location | Charging Start Time | Charging End Time | Energy Consumed (kWh) | Charging Duration (hours) | Charging Rate (kW) | Charging Cost (USD) | Time of Day | Day of Week | State of Charge (Start %) | State of Charge (End %) | Distance Driven (since last charge) (km) | Temperature (°C) | Vehicle Age (years) | Charger Type | User Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | User_1 | BMW i3 | 108.463007 | Station_391 | Houston | 2024-01-01 00:00:00 | 2024-01-01 00:39:00 | 60.712346 | 0.591363 | 36.389181 | 13.087717 | Evening | Tuesday | 29.371576 | 86.119962 | 293.602111 | 27.947953 | 2.000000 | DC Fast Charger | Commuter |
| 1 | User_2 | Hyundai Kona | 100.000000 | Station_428 | San Francisco | 2024-01-01 01:00:00 | 2024-01-01 03:01:00 | 12.339275 | 3.133652 | 30.677735 | 21.128448 | Morning | Monday | 10.115778 | 84.664344 | 112.112804 | 14.311026 | 3.000000 | Level 1 | Casual Driver |
| 2 | User_3 | Chevy Bolt | 75.000000 | Station_181 | San Francisco | 2024-01-01 02:00:00 | 2024-01-01 04:48:00 | 19.128876 | 2.452653 | 27.513593 | 35.667270 | Morning | Thursday | 6.854604 | 69.917615 | 71.799253 | 21.002002 | 2.000000 | Level 2 | Commuter |
| 3 | User_4 | Hyundai Kona | 50.000000 | Station_327 | Houston | 2024-01-01 03:00:00 | 2024-01-01 06:42:00 | 79.457824 | 1.266431 | 32.882870 | 13.036239 | Evening | Saturday | 83.120003 | 99.624328 | 199.577785 | 38.316313 | 1.000000 | Level 1 | Long-Distance Traveler |
| 4 | User_5 | Hyundai Kona | 50.000000 | Station_108 | Los Angeles | 2024-01-01 04:00:00 | 2024-01-01 05:46:00 | 19.629104 | 2.019765 | 10.215712 | 10.161471 | Morning | Saturday | 54.258950 | 63.743786 | 203.661847 | -7.834199 | 1.000000 | Level 1 | Long-Distance Traveler |
| 5 | User_6 | Nissan Leaf | 50.000000 | Station_335 | San Francisco | 2024-01-01 05:00:00 | 2024-01-01 07:10:00 | 43.181137 | 1.167640 | 14.334523 | 36.900341 | Evening | Saturday | 75.217748 | 71.982288 | 143.680046 | -5.274218 | 0.000000 | DC Fast Charger | Long-Distance Traveler |
| 6 | User_7 | Chevy Bolt | 85.000000 | Station_162 | Houston | 2024-01-01 06:00:00 | 2024-01-01 07:53:00 | 36.862140 | 3.539619 | 26.185188 | 22.214225 | Evening | Friday | 60.751781 | 70.796097 | 81.338009 | 27.551335 | 4.000000 | Level 2 | Commuter |
| 7 | User_8 | Chevy Bolt | 75.000000 | Station_302 | Los Angeles | 2024-01-01 07:00:00 | 2024-01-01 10:42:00 | 51.467617 | 2.655396 | 26.702908 | 9.796821 | Afternoon | Monday | 56.201703 | 63.786815 | 116.543166 | -4.417460 | 0.000000 | Level 2 | Long-Distance Traveler |
| 8 | User_9 | Chevy Bolt | 62.000000 | Station_493 | Los Angeles | 2024-01-01 08:00:00 | 2024-01-01 09:21:00 | 43.592372 | 1.724204 | 14.294923 | 32.465005 | Evening | Wednesday | 33.466200 | 92.961421 | 208.259742 | 22.516706 | 4.000000 | Level 1 | Commuter |
| 9 | User_10 | Hyundai Kona | 50.000000 | Station_452 | Chicago | 2024-01-01 09:00:00 | 2024-01-01 12:44:00 | 78.868607 | 2.026875 | 11.761000 | 21.312302 | Morning | Wednesday | 27.399455 | 70.053381 | 54.006309 | 27.512019 | 2.830381 | DC Fast Charger | Commuter |
| User ID | Vehicle Model | Battery Capacity (kWh) | Charging Station ID | Charging Station Location | Charging Start Time | Charging End Time | Energy Consumed (kWh) | Charging Duration (hours) | Charging Rate (kW) | Charging Cost (USD) | Time of Day | Day of Week | State of Charge (Start %) | State of Charge (End %) | Distance Driven (since last charge) (km) | Temperature (°C) | Vehicle Age (years) | Charger Type | User Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1310 | User_1311 | Tesla Model 3 | 62.000000 | Station_268 | New York | 2024-02-24 14:00:00 | 2024-02-24 17:50:00 | 66.979908 | 0.775663 | 13.787151 | 38.833010 | Afternoon | Saturday | 64.126073 | 94.364933 | NaN | 36.432088 | 1.0 | Level 2 | Casual Driver |
| 1311 | User_1312 | Hyundai Kona | 50.000000 | Station_13 | Houston | 2024-02-24 15:00:00 | 2024-02-24 18:53:00 | 74.276701 | 2.849151 | 25.073544 | 38.194006 | Night | Tuesday | 41.344062 | 50.412341 | 194.793544 | 7.731967 | 3.0 | Level 2 | Commuter |
| 1312 | User_1313 | Nissan Leaf | 75.000000 | Station_120 | Houston | 2024-02-24 16:00:00 | 2024-02-24 18:54:00 | 39.733853 | 1.249296 | 21.395606 | 19.413665 | Morning | Tuesday | 55.863615 | 85.122262 | NaN | 24.108953 | 0.0 | Level 1 | Casual Driver |
| 1313 | User_1314 | Tesla Model 3 | 129.350616 | Station_458 | Chicago | 2024-02-24 17:00:00 | 2024-02-24 19:35:00 | 60.725144 | 2.365991 | 10.491921 | 11.289733 | Night | Saturday | 41.856825 | 94.097883 | 279.552278 | -1.369994 | 3.0 | Level 2 | Long-Distance Traveler |
| 1314 | User_1315 | Hyundai Kona | 50.000000 | Station_353 | New York | 2024-02-24 18:00:00 | 2024-02-24 19:58:00 | 43.251453 | 2.501809 | 63.216118 | 36.356930 | Morning | Monday | 62.108672 | 65.198895 | 220.281863 | 1.630850 | 5.0 | Level 1 | Long-Distance Traveler |
| 1315 | User_1316 | Nissan Leaf | 100.000000 | Station_57 | New York | 2024-02-24 19:00:00 | 2024-02-24 20:30:00 | 42.011654 | 1.426444 | 5.895475 | 22.081164 | Evening | Sunday | 39.204102 | 83.915952 | 239.601075 | 1.919655 | 7.0 | DC Fast Charger | Commuter |
| 1316 | User_1317 | BMW i3 | 100.000000 | Station_40 | New York | 2024-02-24 20:00:00 | 2024-02-24 20:44:00 | 68.185853 | 3.238212 | 18.388012 | 5.067806 | Evening | Tuesday | 31.456375 | 93.096461 | 164.376022 | 34.029775 | 4.0 | Level 2 | Casual Driver |
| 1317 | User_1318 | Nissan Leaf | 100.000000 | Station_374 | New York | 2024-02-24 21:00:00 | 2024-02-24 23:03:00 | 18.895102 | 3.267122 | 45.482066 | 37.255002 | Evening | Tuesday | 71.903081 | 78.678879 | 226.519258 | 20.358761 | 5.0 | DC Fast Charger | Commuter |
| 1318 | User_1319 | Chevy Bolt | 85.000000 | Station_336 | San Francisco | 2024-02-24 22:00:00 | 2024-02-24 23:20:00 | 13.756252 | 2.754527 | 38.148183 | 39.046146 | Afternoon | Sunday | 76.187997 | 65.926573 | 291.494076 | 24.134598 | 5.0 | Level 2 | Commuter |
| 1319 | User_1320 | Nissan Leaf | 120.447195 | Station_128 | Los Angeles | 2024-02-24 23:00:00 | 2024-02-24 23:56:00 | 63.652570 | 3.740970 | 33.704226 | 10.863674 | Evening | Monday | 59.338076 | 56.692439 | 14.449236 | -6.966593 | 5.0 | DC Fast Charger | Commuter |